Technical decision criteria, anti-pattern detection, debugging techniques, and quality check workflow. Use when making technical decisions, detecting code smells, or performing quality assurance.

Language-agnostic coding principles for maintainability, readability, and quality. Use when implementing features, refactoring code, or reviewing code quality.

Documentation creation criteria including PRD, ADR, Design Doc, and Work Plan requirements with templates. Use when creating or reviewing technical documents, or determining which documents are required.

Frontend-specific technical decision criteria, anti-patterns, debugging techniques, and quality check workflow. Use when making frontend technical decisions or performing quality assurance.

Implementation strategy selection framework. Use when planning implementation strategy, selecting development approach, or defining verification criteria.

Integration and E2E test design principles, ROI calculation, test skeleton specification, and review criteria. Use when designing integration tests, E2E tests, or reviewing test quality.

Add integration/E2E tests to existing backend codebase using Design Doc

Execute decomposed tasks in autonomous execution mode

Execute from requirement analysis to design document creation

Investigate problem, verify findings, and derive solutions

Execute frontend implementation in autonomous execution mode

Execute from requirement analysis to frontend design document creation

Create frontend work plan from design document and obtain plan approval

Design Doc compliance and security validation with optional auto-fixes

Execute decomposed fullstack tasks with layer-aware agent routing

Orchestrate full-cycle implementation across backend and frontend layers

Orchestrate the complete implementation lifecycle from requirements to deployment

Create work plan from design document and obtain plan approval

Generate PRD and Design Docs from existing codebase through discovery, generation, verification, and review workflow

Execute tasks following appropriate rules with rule-advisor metacognition